Why Meta still struggles with AI products
This analysis argues that Meta has world class AI teams and models but has not yet found the right consumer experiences to showcase them. The company has released Meta AI, image generators and assistants across apps, yet many users still treat these features as novelties rather than must have tools.
The author examines several reasons. Messaging apps are crowded with experiments, branding is inconsistent, and some features feel bolted on rather than deeply integrated into workflows. At the same time, Meta is constrained by privacy and reputational issues that limit how boldly it can use personal data for personalization.
The piece suggests that Meta needs a breakout product that makes its AI feel indispensable rather than optional. Until then, its models may power the industry quietly while rivals capture more mindshare with cleaner, more focused offerings.
